Image Classification on CIFAR-100-LT IR=100 (test)
55.9AccuracyBalPoE
Evaluation Results
| Method | Links | |
|---|---|---|
| BalPoEBackbone=ResNet-32, Data Augmentation=Stronger, Training Duration=Longer2022.06 | 55.9 | |
| BalPoEBackbone=ResNet-32, Data Augmentation=Stronger, Training Duration=Standard2022.06 | 54.7 | |
| NCLBackbone=ResNet-32, Data Augmentation=Stronger, Training Duration=Longer2022.06 | 54.2 | |
| SADEBackbone=ResNet-32, Data Augmentation=Stronger, Training Duration=Longer2022.06 | 52.2 | |
| Uniform BalPoEBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 52 | |
| BalPoEBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 52 | |
| PaCoBackbone=ResNet-32, Data Augmentation=Stronger, Training Duration=Longer2022.06 | 52 | |
| BCLBackbone=ResNet-32, Data Augmentation=Stronger, Training Duration=Standard2022.06 | 51.9 | |
| CMO+BSBackbone=ResNet-32, Data Augmentation=Stronger, Training Duration=Longer2022.06 | 51.7 | |
| SADEBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 49.8 | |
| ACEBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 49.6 | |
| TLCBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 49 | |
| RIDEBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 48 | |
| DRO-LTBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 47.3 | |
| LA**Backbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 47 | |
| MISLASBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 47 | |
| CMO+BSBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 46.6 | |
| SSDBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 46 | |
| UniMix+BayiasBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 45.5 | |
| LADEBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 45.4 | |
| DiVEBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 45.4 | |
| BSBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 43.9 | |
| LDAM-DRWBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 42 | |
| CB-FocalBackbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 39.6 | |
| CE*Backbone=ResNet-32, Data Augmentation=Standard, Training Duration=Standard2022.06 | 38.8 |